Ensemble Algorithm for Risk Prediction of Clinical Failure After Anterior Cruciate Ligament Reconstruction.
Tianlun ZhangZipeng YeJiangyu CaiJiebo ChenTing ZhengJunjie XuJinzhong ZhaoPublished in: Orthopaedic journal of sports medicine (2024)
The WAV ensemble algorithm was able to accurately predict patient-specific risk of clinical failure after ACLR. Clinicians and patients can use the web-based application during preoperative consultation to understand individual prediction outcomes.
Keyphrases
- end stage renal disease
- machine learning
- anterior cruciate ligament reconstruction
- neural network
- palliative care
- deep learning
- ejection fraction
- newly diagnosed
- chronic kidney disease
- peritoneal dialysis
- convolutional neural network
- patients undergoing
- prognostic factors
- type diabetes
- skeletal muscle
- patient reported